AI workflow design · UX-driven adoption

AI changes what's possible. UX determines what gets used. Design determines what sticks. Workflows determine what scales. Adoption determines what matters.

Every product is becoming AI-native. But capability alone doesn't drive adoption. Designed workflows do. We take what AI makes possible and shape it into workflows people trust, understand, and reach for every day.

Start a conversation See the process

4 wks end-to-end sprint
1 workflow designed and spec'd
Senior team embedded with yours

Sound familiar?

The AI works. The workflow doesn't.

Users try it once and go back to doing things manually

The AI feature launched. The demo was impressive. But a month later, your power users are still copy-pasting into spreadsheets because the AI workflow doesn't fit how they actually work.

Nobody trusts the output enough to act on it

The model is accurate. But users second-guess every result because there's no confidence signal, no easy way to verify, and no clear path to override when it's wrong.

Support tickets are vague and getting weirder

"It's not working" doesn't mean the model broke. It means users hit an edge case nobody designed for. The AI returned something unexpected and the interface gave them nowhere to go.

The team is debating whether to add more AI or pull it back

Product wants to double down. Engineering wants to simplify. The real issue isn't how much AI you have. It's that the AI you shipped was never designed as a complete workflow.

Adoption metrics are flat and nobody knows why

DAU looks fine. But the AI feature specifically? Usage drops off after onboarding. You're measuring logins, not whether anyone is actually using the thing you built.

The AI feels like a bolt-on, not a product

It works in isolation. But it doesn't connect to the rest of the user's workflow. There's no trigger, no feedback loop, no reason to come back. It's a feature, not a habit.

These aren't model problems. They're workflow design problems. And they don't get better with more training data or a bigger context window. They get better when someone designs the full loop: the trigger, the AI action, the human checkpoint, and the feedback cycle. As one system.

The process

One AI workflow. Designed end-to-end. Build-ready in 4 weeks.

We embed with your team and design the full workflow, from the moment AI is triggered to the moment a human acts on the output. Prompts, states, trust signals, edge cases, components. Everything your engineers need to build it right the first time.

Week 0

Find the workflow

One call. We identify the AI workflow with the highest adoption leverage and cut everything else.
Weeks 1-2

Design the system

Prompt logic, confidence thresholds, human-AI handoffs, error recovery. Designed as one integrated workflow.
Week 3

Spec it cold

Every flow, every state, every component. Documented with adoption metrics baked in from the start.
Week 4

Hand off clean

A live walkthrough with your team. You own the spec, the prompts, the workflow logic. No dependencies on us.

You own everything. No lock-in. Ship it however you want.

Fit check

We're specific about who we work with.

Good fit

Series A-C building AI-powered workflows into your product
The buyer is the founder or head of product, not a committee
You have engineers ready to build. You need the workflow design to be airtight
You have AI capability but adoption isn't where it should be

Not this time

Pre-product. You need a co-founder, not a design team
Looking for general product design unrelated to AI
Enterprise with procurement cycles and stakeholder layers
Looking for hourly billing or ongoing retainer work

No hard feelings. We'll point you somewhere better.

About BRZY

A design studio built for the AI workflow problem.

BRZY is a small, senior design studio focused on one thing: turning AI capability into workflows people actually adopt. We're not a full-service agency. We don't do brand, marketing, or general product design. We do AI workflows.

Our team has spent years inside enterprise software, where a broken workflow costs real money and "we'll iterate later" means you won't. We bring that same UX discipline to teams building AI-native products. Clear triggers, transparent AI actions, easy human overrides, and trust earned through consistency.

Founded by Bianca, who kept watching smart teams build powerful AI, wrap a chatbot around it, and watch adoption die. The model was never the issue. The workflow was never designed. That's the gap we close.

"AI made the capability gap disappear. The adoption gap is wider than ever. And it's a design problem, not an engineering one."

Point of view

How we think about AI + UX.

01

Workflows beat features

An AI feature is a capability. An AI workflow is a habit. We design the full loop: trigger, action, review, feedback. That's what drives adoption, not a single clever screen.

02

Trust is earned in the margins

Users don't abandon AI because it's wrong. They abandon it because they can't tell when it's wrong. Visible confidence, easy overrides, and graceful fallbacks. That's how you build trust at scale.

03

Design the handoff, not just the output

The hardest UX problem in AI isn't the generation. It's the moment a human has to decide what to do with the output. That handoff is where most workflows break. We design it first.

04

Measure adoption, not accuracy

A 99% accurate model that nobody uses is a failed product. We set adoption targets before we design anything. "Resolved without escalation, week over week" over "F1 score."

How it works

Simple terms. No surprises.

One workflow, one sprint

Four weeks, clear start and end. Not a retainer. Not staff aug. One AI workflow, designed end-to-end.

Flat fee, agreed upfront

No hourly billing. No scope creep. No invoice surprises. The number is the number.

Senior team, fully embedded

A dedicated senior team works inside your org for the full sprint. No handoffs to juniors. No split attention.

Pricing depends on the workflow. We figure it out on a call. Zero pressure.

Let's talk

What's the AI workflow your users aren't adopting?

One email. One 30-minute call. If we can help close the gap between what your AI can do and what your users actually do with it, you'll know fast.

contact@brzydesign.com